Dataset statistics
| Number of variables | 24 |
|---|---|
| Number of observations | 20000 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 3.7 MiB |
| Average record size in memory | 192.0 B |
Variable types
| Numeric | 12 |
|---|---|
| Categorical | 9 |
| Text | 1 |
| DateTime | 2 |
Coordenadas Geográficas has unique values | Unique |
Área Total (em metros quadrados) has unique values | Unique |
Taxas de Juros Atuais has unique values | Unique |
Custos de Manutenção Anuais has unique values | Unique |
Taxas de Condomínio Mensais has unique values | Unique |
Impostos sobre a Propriedade has unique values | Unique |
Histórico de Valorização has unique values | Unique |
Fluxos de Caixa Anuais has unique values | Unique |
Retorno sobre Investimento (ROI) has unique values | Unique |
Reproduction
| Analysis started | 2023-09-05 22:46:34.546180 |
|---|---|
| Analysis finished | 2023-09-05 22:47:02.377548 |
| Duration | 27.83 seconds |
| Software version | ydata-profiling vv4.5.1 |
| Download configuration | config.json |
ID da Propriedade
Real number (ℝ)
| Distinct | 8631 |
|---|---|
| Distinct (%) | 43.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4979.7729 |
| Minimum | 1 |
|---|---|
| Maximum | 10000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 488.95 |
| Q1 | 2467 |
| median | 4957 |
| Q3 | 7508 |
| 95-th percentile | 9505 |
| Maximum | 10000 |
| Range | 9999 |
| Interquartile range (IQR) | 5041 |
Descriptive statistics
| Standard deviation | 2894.8548 |
|---|---|
| Coefficient of variation (CV) | 0.58132266 |
| Kurtosis | -1.2071591 |
| Mean | 4979.7729 |
| Median Absolute Deviation (MAD) | 2518 |
| Skewness | 0.0075302742 |
| Sum | 99595458 |
| Variance | 8380184.4 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3878 | 10 | 0.1% |
| 7735 | 9 | < 0.1% |
| 6259 | 8 | < 0.1% |
| 4640 | 8 | < 0.1% |
| 866 | 8 | < 0.1% |
| 2876 | 7 | < 0.1% |
| 7721 | 7 | < 0.1% |
| 1438 | 7 | < 0.1% |
| 870 | 7 | < 0.1% |
| 7189 | 7 | < 0.1% |
| Other values (8621) | 19922 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 2 | 4 | |
| 3 | 5 | |
| 5 | 3 | |
| 6 | 3 | |
| 7 | 3 | |
| 8 | 2 | < 0.1% |
| 9 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 11 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 10000 | 3 | |
| 9999 | 1 | < 0.1% |
| 9998 | 1 | < 0.1% |
| 9997 | 3 | |
| 9995 | 1 | < 0.1% |
| 9993 | 4 | |
| 9992 | 2 | |
| 9991 | 2 | |
| 9990 | 2 | |
| 9988 | 1 | < 0.1% |
Tipo de Imóvel
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.4 KiB |
| Condomínio | |
|---|---|
| Casa | |
| Apartamento |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 8.33015 |
| Min length | 4 |
Characters and Unicode
| Total characters | 166603 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Apartamento |
|---|---|
| 2nd row | Condomínio |
| 3rd row | Casa |
| 4th row | Condomínio |
| 5th row | Condomínio |
Common Values
| Value | Count | Frequency (%) |
| Condomínio | 6693 | |
| Casa | 6672 | |
| Apartamento | 6635 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| condomínio | 6693 | |
| casa | 6672 | |
| apartamento | 6635 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 26714 | |
| a | 26614 | |
| n | 20021 | |
| C | 13365 | |
| m | 13328 | |
| t | 13270 | |
| d | 6693 | 4.0% |
| í | 6693 | 4.0% |
| i | 6693 | 4.0% |
| s | 6672 | 4.0% |
| Other values (4) | 26540 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 146603 | |
| Uppercase Letter | 20000 | 12.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 26714 | |
| a | 26614 | |
| n | 20021 | |
| m | 13328 | |
| t | 13270 | |
| d | 6693 | 4.6% |
| í | 6693 | 4.6% |
| i | 6693 | 4.6% |
| s | 6672 | 4.6% |
| p | 6635 | 4.5% |
| Other values (2) | 13270 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 13365 | |
| A | 6635 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 166603 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 26714 | |
| a | 26614 | |
| n | 20021 | |
| C | 13365 | |
| m | 13328 | |
| t | 13270 | |
| d | 6693 | 4.0% |
| í | 6693 | 4.0% |
| i | 6693 | 4.0% |
| s | 6672 | 4.0% |
| Other values (4) | 26540 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 159910 | |
| None | 6693 | 4.0% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 26714 | |
| a | 26614 | |
| n | 20021 | |
| C | 13365 | |
| m | 13328 | |
| t | 13270 | |
| d | 6693 | 4.2% |
| i | 6693 | 4.2% |
| s | 6672 | 4.2% |
| A | 6635 | 4.1% |
| Other values (3) | 19905 |
None
| Value | Count | Frequency (%) |
| í | 6693 |
Localização
Categorical
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.4 KiB |
| Cidade 5 | |
|---|---|
| Cidade 7 | |
| Cidade 8 | |
| Cidade 10 | |
| Cidade 9 | |
| Other values (5) |
Length
| Max length | 9 |
|---|---|
| Median length | 8 |
| Mean length | 8.10125 |
| Min length | 8 |
Characters and Unicode
| Total characters | 162025 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Cidade 8 |
|---|---|
| 2nd row | Cidade 7 |
| 3rd row | Cidade 8 |
| 4th row | Cidade 8 |
| 5th row | Cidade 5 |
Common Values
| Value | Count | Frequency (%) |
| Cidade 5 | 2040 | |
| Cidade 7 | 2035 | |
| Cidade 8 | 2031 | |
| Cidade 10 | 2025 | |
| Cidade 9 | 2009 | |
| Cidade 2 | 2004 | |
| Cidade 3 | 1985 | |
| Cidade 6 | 1973 | |
| Cidade 4 | 1962 | |
| Cidade 1 | 1936 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| cidade | 20000 | |
| 5 | 2040 | 5.1% |
| 7 | 2035 | 5.1% |
| 8 | 2031 | 5.1% |
| 10 | 2025 | 5.1% |
| 9 | 2009 | 5.0% |
| 2 | 2004 | 5.0% |
| 3 | 1985 | 5.0% |
| 6 | 1973 | 4.9% |
| 4 | 1962 | 4.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 40000 | |
| C | 20000 | |
| i | 20000 | |
| a | 20000 | |
| e | 20000 | |
| 20000 | ||
| 1 | 3961 | 2.4% |
| 5 | 2040 | 1.3% |
| 7 | 2035 | 1.3% |
| 8 | 2031 | 1.3% |
| Other values (6) | 11958 | 7.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 100000 | |
| Decimal Number | 22025 | 13.6% |
| Uppercase Letter | 20000 | 12.3% |
| Space Separator | 20000 | 12.3% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 3961 | |
| 5 | 2040 | |
| 7 | 2035 | |
| 8 | 2031 | |
| 0 | 2025 | |
| 9 | 2009 | |
| 2 | 2004 | |
| 3 | 1985 | |
| 6 | 1973 | |
| 4 | 1962 |
Lowercase Letter
| Value | Count | Frequency (%) |
| d | 40000 | |
| i | 20000 | |
| a | 20000 | |
| e | 20000 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 20000 |
Space Separator
| Value | Count | Frequency (%) |
| 20000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 120000 | |
| Common | 42025 | 25.9% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 20000 | ||
| 1 | 3961 | 9.4% |
| 5 | 2040 | 4.9% |
| 7 | 2035 | 4.8% |
| 8 | 2031 | 4.8% |
| 0 | 2025 | 4.8% |
| 9 | 2009 | 4.8% |
| 2 | 2004 | 4.8% |
| 3 | 1985 | 4.7% |
| 6 | 1973 | 4.7% |
Latin
| Value | Count | Frequency (%) |
| d | 40000 | |
| C | 20000 | |
| i | 20000 | |
| a | 20000 | |
| e | 20000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 162025 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| d | 40000 | |
| C | 20000 | |
| i | 20000 | |
| a | 20000 | |
| e | 20000 | |
| 20000 | ||
| 1 | 3961 | 2.4% |
| 5 | 2040 | 1.3% |
| 7 | 2035 | 1.3% |
| 8 | 2031 | 1.3% |
| Other values (6) | 11958 | 7.4% |
UNIQUE 
| Distinct | 20000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.4 KiB |
Length
| Max length | 44 |
|---|---|
| Median length | 43 |
| Mean length | 39.6498 |
| Min length | 34 |
Characters and Unicode
| Total characters | 792996 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 6 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 20000 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | (-70.22159224490184, 3.7662768709245995) |
|---|---|
| 2nd row | (61.07885709193957, 9.97770412467574) |
| 3rd row | (32.30897809624264, 63.624690308488766) |
| 4th row | (83.87940579353597, 26.253839203995028) |
| 5th row | (-12.467080314031179, 67.49621514853379) |
| Value | Count | Frequency (%) |
| 70.22159224490184 | 1 | < 0.1% |
| 15.74141978357278 | 1 | < 0.1% |
| 161.69079770730303 | 1 | < 0.1% |
| 51.663815973710115 | 1 | < 0.1% |
| 160.86302850822284 | 1 | < 0.1% |
| 66.59911124548321 | 1 | < 0.1% |
| 166.12624342436015 | 1 | < 0.1% |
| 39.74314187082672 | 1 | < 0.1% |
| 92.1125748716351 | 1 | < 0.1% |
| 12.56883642175697 | 1 | < 0.1% |
| Other values (39990) | 39990 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 72898 | |
| 5 | 67393 | |
| 4 | 66792 | |
| 6 | 66412 | |
| 3 | 65675 | |
| 2 | 65480 | |
| 7 | 65405 | |
| 8 | 64403 | |
| 9 | 60649 | |
| 0 | 57935 | |
| Other values (6) | 139954 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 653042 | |
| Other Punctuation | 60000 | 7.6% |
| Open Punctuation | 20000 | 2.5% |
| Space Separator | 20000 | 2.5% |
| Close Punctuation | 20000 | 2.5% |
| Dash Punctuation | 19954 | 2.5% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 72898 | |
| 5 | 67393 | |
| 4 | 66792 | |
| 6 | 66412 | |
| 3 | 65675 | |
| 2 | 65480 | |
| 7 | 65405 | |
| 8 | 64403 | |
| 9 | 60649 | |
| 0 | 57935 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 40000 | |
| , | 20000 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 20000 |
Space Separator
| Value | Count | Frequency (%) |
| 20000 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 20000 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 19954 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 792996 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 72898 | |
| 5 | 67393 | |
| 4 | 66792 | |
| 6 | 66412 | |
| 3 | 65675 | |
| 2 | 65480 | |
| 7 | 65405 | |
| 8 | 64403 | |
| 9 | 60649 | |
| 0 | 57935 | |
| Other values (6) | 139954 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 792996 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 72898 | |
| 5 | 67393 | |
| 4 | 66792 | |
| 6 | 66412 | |
| 3 | 65675 | |
| 2 | 65480 | |
| 7 | 65405 | |
| 8 | 64403 | |
| 9 | 60649 | |
| 0 | 57935 | |
| Other values (6) | 139954 |
Número de Quartos
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.48765 |
| Minimum | 1 |
|---|---|
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 6 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7186318 |
|---|---|
| Coefficient of variation (CV) | 0.49277645 |
| Kurtosis | -1.2867706 |
| Mean | 3.48765 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.014361651 |
| Sum | 69753 |
| Variance | 2.9536952 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 3419 | |
| 1 | 3396 | |
| 6 | 3373 | |
| 5 | 3311 | |
| 3 | 3278 | |
| 4 | 3223 |
| Value | Count | Frequency (%) |
| 1 | 3396 | |
| 2 | 3419 | |
| 3 | 3278 | |
| 4 | 3223 | |
| 5 | 3311 | |
| 6 | 3373 |
| Value | Count | Frequency (%) |
| 6 | 3373 | |
| 5 | 3311 | |
| 4 | 3223 | |
| 3 | 3278 | |
| 2 | 3419 | |
| 1 | 3396 |
Número de Banheiros
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.4 KiB |
| 4 | |
|---|---|
| 1 | |
| 3 | |
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 20000 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 2 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 4 | 5131 | |
| 1 | 5054 | |
| 3 | 4936 | |
| 2 | 4879 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4 | 5131 | |
| 1 | 5054 | |
| 3 | 4936 | |
| 2 | 4879 |
Most occurring characters
| Value | Count | Frequency (%) |
| 4 | 5131 | |
| 1 | 5054 | |
| 3 | 4936 | |
| 2 | 4879 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 20000 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 4 | 5131 | |
| 1 | 5054 | |
| 3 | 4936 | |
| 2 | 4879 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 20000 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 4 | 5131 | |
| 1 | 5054 | |
| 3 | 4936 | |
| 2 | 4879 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 20000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 4 | 5131 | |
| 1 | 5054 | |
| 3 | 4936 | |
| 2 | 4879 |
Área Total (em metros quadrados)
Real number (ℝ)
UNIQUE 
| Distinct | 20000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 175.28529 |
| Minimum | 50.001324 |
|---|---|
| Maximum | 299.96913 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 50.001324 |
|---|---|
| 5-th percentile | 62.821664 |
| Q1 | 112.6974 |
| median | 175.88135 |
| Q3 | 237.10511 |
| 95-th percentile | 287.75897 |
| Maximum | 299.96913 |
| Range | 249.96781 |
| Interquartile range (IQR) | 124.40771 |
Descriptive statistics
| Standard deviation | 72.085778 |
|---|---|
| Coefficient of variation (CV) | 0.4112483 |
| Kurtosis | -1.1931871 |
| Mean | 175.28529 |
| Median Absolute Deviation (MAD) | 62.184445 |
| Skewness | -0.0018721972 |
| Sum | 3505705.8 |
| Variance | 5196.3593 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 166.1873685 | 1 | < 0.1% |
| 61.5111992 | 1 | < 0.1% |
| 219.4416301 | 1 | < 0.1% |
| 227.5092651 | 1 | < 0.1% |
| 86.24110051 | 1 | < 0.1% |
| 196.3696191 | 1 | < 0.1% |
| 206.1211508 | 1 | < 0.1% |
| 213.1802684 | 1 | < 0.1% |
| 143.6695815 | 1 | < 0.1% |
| 284.8197049 | 1 | < 0.1% |
| Other values (19990) | 19990 |
| Value | Count | Frequency (%) |
| 50.00132388 | 1 | |
| 50.01853548 | 1 | |
| 50.02249973 | 1 | |
| 50.02799413 | 1 | |
| 50.0291867 | 1 | |
| 50.03902358 | 1 | |
| 50.04854964 | 1 | |
| 50.05155458 | 1 | |
| 50.06083095 | 1 | |
| 50.08350272 | 1 |
| Value | Count | Frequency (%) |
| 299.9691309 | 1 | |
| 299.9674472 | 1 | |
| 299.9528996 | 1 | |
| 299.9338467 | 1 | |
| 299.9245925 | 1 | |
| 299.9178651 | 1 | |
| 299.9155138 | 1 | |
| 299.9151753 | 1 | |
| 299.90449 | 1 | |
| 299.8899375 | 1 |
Idade da Propriedade
Real number (ℝ)
| Distinct | 50 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.5706 |
| Minimum | 1 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 3 |
| Q1 | 13 |
| median | 26 |
| Q3 | 38 |
| 95-th percentile | 48 |
| Maximum | 50 |
| Range | 49 |
| Interquartile range (IQR) | 25 |
Descriptive statistics
| Standard deviation | 14.404999 |
|---|---|
| Coefficient of variation (CV) | 0.56334223 |
| Kurtosis | -1.1979594 |
| Mean | 25.5706 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | -0.00059051807 |
| Sum | 511412 |
| Variance | 207.50399 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27 | 449 | 2.2% |
| 50 | 430 | 2.1% |
| 36 | 423 | 2.1% |
| 15 | 422 | 2.1% |
| 30 | 420 | 2.1% |
| 13 | 419 | 2.1% |
| 12 | 418 | 2.1% |
| 32 | 417 | 2.1% |
| 11 | 416 | 2.1% |
| 7 | 415 | 2.1% |
| Other values (40) | 15771 |
| Value | Count | Frequency (%) |
| 1 | 369 | |
| 2 | 405 | |
| 3 | 386 | |
| 4 | 402 | |
| 5 | 402 | |
| 6 | 371 | |
| 7 | 415 | |
| 8 | 403 | |
| 9 | 396 | |
| 10 | 369 |
| Value | Count | Frequency (%) |
| 50 | 430 | |
| 49 | 377 | |
| 48 | 411 | |
| 47 | 404 | |
| 46 | 407 | |
| 45 | 384 | |
| 44 | 410 | |
| 43 | 382 | |
| 42 | 390 | |
| 41 | 411 |
Condição da Propriedade
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.4 KiB |
| Média | |
|---|---|
| Boa | |
| Excelente | |
| Ruim |
Length
| Max length | 9 |
|---|---|
| Median length | 5 |
| Mean length | 5.2427 |
| Min length | 3 |
Characters and Unicode
| Total characters | 104854 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Ruim |
|---|---|
| 2nd row | Boa |
| 3rd row | Boa |
| 4th row | Ruim |
| 5th row | Média |
Common Values
| Value | Count | Frequency (%) |
| Média | 5067 | |
| Boa | 5048 | |
| Excelente | 4967 | |
| Ruim | 4918 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| média | 5067 | |
| boa | 5048 | |
| excelente | 4967 | |
| ruim | 4918 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 14901 | |
| a | 10115 | 9.6% |
| i | 9985 | 9.5% |
| M | 5067 | 4.8% |
| d | 5067 | 4.8% |
| é | 5067 | 4.8% |
| B | 5048 | 4.8% |
| o | 5048 | 4.8% |
| l | 4967 | 4.7% |
| t | 4967 | 4.7% |
| Other values (7) | 34622 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 84854 | |
| Uppercase Letter | 20000 | 19.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 14901 | |
| a | 10115 | |
| i | 9985 | |
| d | 5067 | 6.0% |
| é | 5067 | 6.0% |
| o | 5048 | 5.9% |
| l | 4967 | 5.9% |
| t | 4967 | 5.9% |
| n | 4967 | 5.9% |
| x | 4967 | 5.9% |
| Other values (3) | 14803 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 5067 | |
| B | 5048 | |
| E | 4967 | |
| R | 4918 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 104854 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 14901 | |
| a | 10115 | 9.6% |
| i | 9985 | 9.5% |
| M | 5067 | 4.8% |
| d | 5067 | 4.8% |
| é | 5067 | 4.8% |
| B | 5048 | 4.8% |
| o | 5048 | 4.8% |
| l | 4967 | 4.7% |
| t | 4967 | 4.7% |
| Other values (7) | 34622 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 99787 | |
| None | 5067 | 4.8% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 14901 | |
| a | 10115 | 10.1% |
| i | 9985 | 10.0% |
| M | 5067 | 5.1% |
| d | 5067 | 5.1% |
| B | 5048 | 5.1% |
| o | 5048 | 5.1% |
| l | 4967 | 5.0% |
| t | 4967 | 5.0% |
| n | 4967 | 5.0% |
| Other values (6) | 29655 |
None
| Value | Count | Frequency (%) |
| é | 5067 |
Amenidades
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.4 KiB |
| Vista panorâmica, Piscina | |
|---|---|
| Jardim, Piscina | |
| Piscina, Jardim | |
| Jardim, Vista panorâmica | |
| Garagem, Jardim | |
| Other values (7) |
Length
| Max length | 25 |
|---|---|
| Median length | 24 |
| Mean length | 20.00335 |
| Min length | 15 |
Characters and Unicode
| Total characters | 400067 |
|---|---|
| Distinct characters | 20 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Garagem, Vista panorâmica |
|---|---|
| 2nd row | Jardim, Garagem |
| 3rd row | Piscina, Vista panorâmica |
| 4th row | Garagem, Vista panorâmica |
| 5th row | Piscina, Garagem |
Common Values
| Value | Count | Frequency (%) |
| Vista panorâmica, Piscina | 1737 | |
| Jardim, Piscina | 1706 | |
| Piscina, Jardim | 1697 | |
| Jardim, Vista panorâmica | 1687 | |
| Garagem, Jardim | 1685 | |
| Jardim, Garagem | 1678 | |
| Vista panorâmica, Jardim | 1678 | |
| Piscina, Vista panorâmica | 1674 | |
| Garagem, Vista panorâmica | 1662 | |
| Garagem, Piscina | 1613 | |
| Other values (2) | 3183 |
Length
| Value | Count | Frequency (%) |
| jardim | 10131 | |
| piscina | 10026 | |
| vista | 10022 | |
| panorâmica | 10022 | |
| garagem | 9821 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 69865 | |
| i | 50227 | |
| 30022 | 7.5% | |
| r | 29974 | 7.5% |
| m | 29974 | 7.5% |
| s | 20048 | 5.0% |
| n | 20048 | 5.0% |
| c | 20048 | 5.0% |
| , | 20000 | 5.0% |
| d | 10131 | 2.5% |
| Other values (10) | 99730 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 310045 | |
| Uppercase Letter | 40000 | 10.0% |
| Space Separator | 30022 | 7.5% |
| Other Punctuation | 20000 | 5.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 69865 | |
| i | 50227 | |
| r | 29974 | |
| m | 29974 | |
| s | 20048 | 6.5% |
| n | 20048 | 6.5% |
| c | 20048 | 6.5% |
| d | 10131 | 3.3% |
| â | 10022 | 3.2% |
| o | 10022 | 3.2% |
| Other values (4) | 39686 |
Uppercase Letter
| Value | Count | Frequency (%) |
| J | 10131 | |
| P | 10026 | |
| V | 10022 | |
| G | 9821 |
Space Separator
| Value | Count | Frequency (%) |
| 30022 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 20000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 350045 | |
| Common | 50022 | 12.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 69865 | |
| i | 50227 | |
| r | 29974 | 8.6% |
| m | 29974 | 8.6% |
| s | 20048 | 5.7% |
| n | 20048 | 5.7% |
| c | 20048 | 5.7% |
| d | 10131 | 2.9% |
| J | 10131 | 2.9% |
| P | 10026 | 2.9% |
| Other values (8) | 79573 |
Common
| Value | Count | Frequency (%) |
| 30022 | ||
| , | 20000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 390045 | |
| None | 10022 | 2.5% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 69865 | |
| i | 50227 | |
| 30022 | 7.7% | |
| r | 29974 | 7.7% |
| m | 29974 | 7.7% |
| s | 20048 | 5.1% |
| n | 20048 | 5.1% |
| c | 20048 | 5.1% |
| , | 20000 | 5.1% |
| d | 10131 | 2.6% |
| Other values (9) | 89708 |
None
| Value | Count | Frequency (%) |
| â | 10022 |
Preço de Venda Anterior
Real number (ℝ)
| Distinct | 19953 |
|---|---|
| Distinct (%) | 99.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2527320.8 |
| Minimum | 50332 |
|---|---|
| Maximum | 4999877 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 50332 |
|---|---|
| 5-th percentile | 307307.3 |
| Q1 | 1298816.2 |
| median | 2528174.5 |
| Q3 | 3762439.5 |
| 95-th percentile | 4748674.4 |
| Maximum | 4999877 |
| Range | 4949545 |
| Interquartile range (IQR) | 2463623.2 |
Descriptive statistics
| Standard deviation | 1422882 |
|---|---|
| Coefficient of variation (CV) | 0.56300017 |
| Kurtosis | -1.1942864 |
| Mean | 2527320.8 |
| Median Absolute Deviation (MAD) | 1231544 |
| Skewness | 0.0036538082 |
| Sum | 5.0546416 × 1010 |
| Variance | 2.0245933 × 1012 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 946757 | 2 | < 0.1% |
| 4754029 | 2 | < 0.1% |
| 4305339 | 2 | < 0.1% |
| 3869232 | 2 | < 0.1% |
| 109617 | 2 | < 0.1% |
| 1666854 | 2 | < 0.1% |
| 2353639 | 2 | < 0.1% |
| 2674035 | 2 | < 0.1% |
| 561985 | 2 | < 0.1% |
| 2526327 | 2 | < 0.1% |
| Other values (19943) | 19980 |
| Value | Count | Frequency (%) |
| 50332 | 1 | |
| 50781 | 1 | |
| 51793 | 1 | |
| 51806 | 1 | |
| 52042 | 1 | |
| 52056 | 1 | |
| 52091 | 1 | |
| 52152 | 1 | |
| 52250 | 1 | |
| 52748 | 1 |
| Value | Count | Frequency (%) |
| 4999877 | 1 | |
| 4999756 | 1 | |
| 4999665 | 1 | |
| 4999609 | 1 | |
| 4999523 | 1 | |
| 4999449 | 1 | |
| 4999356 | 1 | |
| 4999044 | 1 | |
| 4998600 | 1 | |
| 4997895 | 1 |
| Distinct | 10962 |
|---|---|
| Distinct (%) | 54.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.4 KiB |
| Minimum | 1980-01-01 00:00:00 |
|---|---|
| Maximum | 2023-12-28 00:00:00 |
Histórico de Aluguel
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.4 KiB |
| Não | |
|---|---|
| Sim |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 60000 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Não |
|---|---|
| 2nd row | Não |
| 3rd row | Não |
| 4th row | Sim |
| 5th row | Sim |
Common Values
| Value | Count | Frequency (%) |
| Não | 10096 | |
| Sim | 9904 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| não | 10096 | |
| sim | 9904 |
Most occurring characters
| Value | Count | Frequency (%) |
| N | 10096 | |
| ã | 10096 | |
| o | 10096 | |
| S | 9904 | |
| i | 9904 | |
| m | 9904 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 40000 | |
| Uppercase Letter | 20000 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| ã | 10096 | |
| o | 10096 | |
| i | 9904 | |
| m | 9904 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 10096 | |
| S | 9904 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 60000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| N | 10096 | |
| ã | 10096 | |
| o | 10096 | |
| S | 9904 | |
| i | 9904 | |
| m | 9904 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 49904 | |
| None | 10096 | 16.8% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| N | 10096 | |
| o | 10096 | |
| S | 9904 | |
| i | 9904 | |
| m | 9904 |
None
| Value | Count | Frequency (%) |
| ã | 10096 |
Características do Bairro
Categorical
| Distinct | 20 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.4 KiB |
| Bairro 8 | 1069 |
|---|---|
| Bairro 17 | 1026 |
| Bairro 18 | 1025 |
| Bairro 6 | 1023 |
| Bairro 10 | 1010 |
| Other values (15) |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 8.54835 |
| Min length | 8 |
Characters and Unicode
| Total characters | 170967 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Bairro 12 |
|---|---|
| 2nd row | Bairro 9 |
| 3rd row | Bairro 16 |
| 4th row | Bairro 15 |
| 5th row | Bairro 8 |
Common Values
| Value | Count | Frequency (%) |
| Bairro 8 | 1069 | 5.3% |
| Bairro 17 | 1026 | 5.1% |
| Bairro 18 | 1025 | 5.1% |
| Bairro 6 | 1023 | 5.1% |
| Bairro 10 | 1010 | 5.1% |
| Bairro 9 | 1009 | 5.0% |
| Bairro 13 | 1008 | 5.0% |
| Bairro 7 | 1004 | 5.0% |
| Bairro 2 | 1001 | 5.0% |
| Bairro 15 | 1001 | 5.0% |
| Other values (10) | 9824 |
Length
| Value | Count | Frequency (%) |
| bairro | 20000 | |
| 8 | 1069 | 2.7% |
| 17 | 1026 | 2.6% |
| 18 | 1025 | 2.6% |
| 6 | 1023 | 2.6% |
| 10 | 1010 | 2.5% |
| 9 | 1009 | 2.5% |
| 13 | 1008 | 2.5% |
| 7 | 1004 | 2.5% |
| 15 | 1001 | 2.5% |
| Other values (11) | 10825 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 40000 | |
| B | 20000 | |
| a | 20000 | |
| i | 20000 | |
| o | 20000 | |
| 20000 | ||
| 1 | 11954 | 7.0% |
| 2 | 2971 | 1.7% |
| 8 | 2094 | 1.2% |
| 7 | 2030 | 1.2% |
| Other values (6) | 11918 | 7.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 100000 | |
| Decimal Number | 30967 | 18.1% |
| Uppercase Letter | 20000 | 11.7% |
| Space Separator | 20000 | 11.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 11954 | |
| 2 | 2971 | 9.6% |
| 8 | 2094 | 6.8% |
| 7 | 2030 | 6.6% |
| 5 | 1996 | 6.4% |
| 6 | 1994 | 6.4% |
| 0 | 1994 | 6.4% |
| 9 | 1993 | 6.4% |
| 3 | 1972 | 6.4% |
| 4 | 1969 | 6.4% |
Lowercase Letter
| Value | Count | Frequency (%) |
| r | 40000 | |
| a | 20000 | |
| i | 20000 | |
| o | 20000 |
Uppercase Letter
| Value | Count | Frequency (%) |
| B | 20000 |
Space Separator
| Value | Count | Frequency (%) |
| 20000 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 120000 | |
| Common | 50967 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 20000 | ||
| 1 | 11954 | |
| 2 | 2971 | 5.8% |
| 8 | 2094 | 4.1% |
| 7 | 2030 | 4.0% |
| 5 | 1996 | 3.9% |
| 6 | 1994 | 3.9% |
| 0 | 1994 | 3.9% |
| 9 | 1993 | 3.9% |
| 3 | 1972 | 3.9% |
Latin
| Value | Count | Frequency (%) |
| r | 40000 | |
| B | 20000 | |
| a | 20000 | |
| i | 20000 | |
| o | 20000 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 170967 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| r | 40000 | |
| B | 20000 | |
| a | 20000 | |
| i | 20000 | |
| o | 20000 | |
| 20000 | ||
| 1 | 11954 | 7.0% |
| 2 | 2971 | 1.7% |
| 8 | 2094 | 1.2% |
| 7 | 2030 | 1.2% |
| Other values (6) | 11918 | 7.0% |
Tendências de Mercado
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.4 KiB |
| Decrescente | |
|---|---|
| Estável | |
| Crescente |
Length
| Max length | 11 |
|---|---|
| Median length | 9 |
| Mean length | 9.0127 |
| Min length | 7 |
Characters and Unicode
| Total characters | 180254 |
|---|---|
| Distinct characters | 12 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Decrescente |
|---|---|
| 2nd row | Estável |
| 3rd row | Crescente |
| 4th row | Estável |
| 5th row | Decrescente |
Common Values
| Value | Count | Frequency (%) |
| Decrescente | 6767 | |
| Estável | 6640 | |
| Crescente | 6593 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| decrescente | 6767 | |
| estável | 6640 | |
| crescente | 6593 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 53487 | |
| c | 20127 | 11.2% |
| s | 20000 | 11.1% |
| t | 20000 | 11.1% |
| r | 13360 | 7.4% |
| n | 13360 | 7.4% |
| D | 6767 | 3.8% |
| E | 6640 | 3.7% |
| á | 6640 | 3.7% |
| v | 6640 | 3.7% |
| Other values (2) | 13233 | 7.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 160254 | |
| Uppercase Letter | 20000 | 11.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 53487 | |
| c | 20127 | 12.6% |
| s | 20000 | 12.5% |
| t | 20000 | 12.5% |
| r | 13360 | 8.3% |
| n | 13360 | 8.3% |
| á | 6640 | 4.1% |
| v | 6640 | 4.1% |
| l | 6640 | 4.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 6767 | |
| E | 6640 | |
| C | 6593 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 180254 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 53487 | |
| c | 20127 | 11.2% |
| s | 20000 | 11.1% |
| t | 20000 | 11.1% |
| r | 13360 | 7.4% |
| n | 13360 | 7.4% |
| D | 6767 | 3.8% |
| E | 6640 | 3.7% |
| á | 6640 | 3.7% |
| v | 6640 | 3.7% |
| Other values (2) | 13233 | 7.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 173614 | |
| None | 6640 | 3.7% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 53487 | |
| c | 20127 | 11.6% |
| s | 20000 | 11.5% |
| t | 20000 | 11.5% |
| r | 13360 | 7.7% |
| n | 13360 | 7.7% |
| D | 6767 | 3.9% |
| E | 6640 | 3.8% |
| v | 6640 | 3.8% |
| l | 6640 | 3.8% |
None
| Value | Count | Frequency (%) |
| á | 6640 |
Taxas de Juros Atuais
Real number (ℝ)
UNIQUE 
| Distinct | 20000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9976546 |
| Minimum | 2.0001895 |
|---|---|
| Maximum | 5.9997337 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 2.0001895 |
|---|---|
| 5-th percentile | 2.2050171 |
| Q1 | 2.9860352 |
| median | 3.9980898 |
| Q3 | 4.999098 |
| 95-th percentile | 5.7958974 |
| Maximum | 5.9997337 |
| Range | 3.9995442 |
| Interquartile range (IQR) | 2.0130628 |
Descriptive statistics
| Standard deviation | 1.1553953 |
|---|---|
| Coefficient of variation (CV) | 0.28901829 |
| Kurtosis | -1.2087333 |
| Mean | 3.9976546 |
| Median Absolute Deviation (MAD) | 1.0057514 |
| Skewness | 0.00082019466 |
| Sum | 79953.093 |
| Variance | 1.3349383 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 5.32830225 | 1 | < 0.1% |
| 3.08968716 | 1 | < 0.1% |
| 4.620953305 | 1 | < 0.1% |
| 4.764526452 | 1 | < 0.1% |
| 2.999725869 | 1 | < 0.1% |
| 4.352659649 | 1 | < 0.1% |
| 3.059628096 | 1 | < 0.1% |
| 5.776080111 | 1 | < 0.1% |
| 5.345173021 | 1 | < 0.1% |
| 4.617845444 | 1 | < 0.1% |
| Other values (19990) | 19990 |
| Value | Count | Frequency (%) |
| 2.000189463 | 1 | |
| 2.000317137 | 1 | |
| 2.000384133 | 1 | |
| 2.000397261 | 1 | |
| 2.000600658 | 1 | |
| 2.000609274 | 1 | |
| 2.00068998 | 1 | |
| 2.000810133 | 1 | |
| 2.001027439 | 1 | |
| 2.001085625 | 1 |
| Value | Count | Frequency (%) |
| 5.999733685 | 1 | |
| 5.999646202 | 1 | |
| 5.999168355 | 1 | |
| 5.999156511 | 1 | |
| 5.999107651 | 1 | |
| 5.998897642 | 1 | |
| 5.998762899 | 1 | |
| 5.998579411 | 1 | |
| 5.998326169 | 1 | |
| 5.998178819 | 1 |
Custos de Manutenção Anuais
Real number (ℝ)
UNIQUE 
| Distinct | 20000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2549.6743 |
| Minimum | 100.43171 |
|---|---|
| Maximum | 4999.9332 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 100.43171 |
|---|---|
| 5-th percentile | 355.44858 |
| Q1 | 1326.8962 |
| median | 2550.9097 |
| Q3 | 3776.1689 |
| 95-th percentile | 4750.0524 |
| Maximum | 4999.9332 |
| Range | 4899.5014 |
| Interquartile range (IQR) | 2449.2727 |
Descriptive statistics
| Standard deviation | 1412.2397 |
|---|---|
| Coefficient of variation (CV) | 0.55389023 |
| Kurtosis | -1.2025753 |
| Mean | 2549.6743 |
| Median Absolute Deviation (MAD) | 1224.8513 |
| Skewness | 0.00062652899 |
| Sum | 50993486 |
| Variance | 1994420.9 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3239.872395 | 1 | < 0.1% |
| 3859.527441 | 1 | < 0.1% |
| 993.8869631 | 1 | < 0.1% |
| 2113.983387 | 1 | < 0.1% |
| 1821.207338 | 1 | < 0.1% |
| 3326.368207 | 1 | < 0.1% |
| 2705.397204 | 1 | < 0.1% |
| 2090.341132 | 1 | < 0.1% |
| 750.9691611 | 1 | < 0.1% |
| 3741.619367 | 1 | < 0.1% |
| Other values (19990) | 19990 |
| Value | Count | Frequency (%) |
| 100.4317112 | 1 | |
| 100.7134358 | 1 | |
| 101.0401406 | 1 | |
| 101.5823321 | 1 | |
| 101.9712357 | 1 | |
| 102.8875474 | 1 | |
| 102.8903438 | 1 | |
| 103.0942971 | 1 | |
| 103.1116995 | 1 | |
| 103.3993575 | 1 |
| Value | Count | Frequency (%) |
| 4999.933161 | 1 | |
| 4999.136461 | 1 | |
| 4998.444024 | 1 | |
| 4998.381763 | 1 | |
| 4998.162872 | 1 | |
| 4998.150319 | 1 | |
| 4997.549047 | 1 | |
| 4997.227665 | 1 | |
| 4997.038213 | 1 | |
| 4996.756934 | 1 |
Taxas de Condomínio Mensais
Real number (ℝ)
UNIQUE 
| Distinct | 20000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 274.81418 |
| Minimum | 50.057598 |
|---|---|
| Maximum | 499.96606 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 50.057598 |
|---|---|
| 5-th percentile | 72.238422 |
| Q1 | 161.93693 |
| median | 274.83756 |
| Q3 | 386.3815 |
| 95-th percentile | 477.20976 |
| Maximum | 499.96606 |
| Range | 449.90846 |
| Interquartile range (IQR) | 224.44457 |
Descriptive statistics
| Standard deviation | 129.64122 |
|---|---|
| Coefficient of variation (CV) | 0.47174137 |
| Kurtosis | -1.196181 |
| Mean | 274.81418 |
| Median Absolute Deviation (MAD) | 112.36853 |
| Skewness | 0.00044640892 |
| Sum | 5496283.5 |
| Variance | 16806.845 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 169.978276 | 1 | < 0.1% |
| 308.7743372 | 1 | < 0.1% |
| 307.3780507 | 1 | < 0.1% |
| 236.3257497 | 1 | < 0.1% |
| 122.3502178 | 1 | < 0.1% |
| 428.8273032 | 1 | < 0.1% |
| 197.6422183 | 1 | < 0.1% |
| 89.29853968 | 1 | < 0.1% |
| 161.0024876 | 1 | < 0.1% |
| 259.4888499 | 1 | < 0.1% |
| Other values (19990) | 19990 |
| Value | Count | Frequency (%) |
| 50.05759755 | 1 | |
| 50.12576468 | 1 | |
| 50.12903503 | 1 | |
| 50.17190152 | 1 | |
| 50.189158 | 1 | |
| 50.24000554 | 1 | |
| 50.2510003 | 1 | |
| 50.25700124 | 1 | |
| 50.28219356 | 1 | |
| 50.28453324 | 1 |
| Value | Count | Frequency (%) |
| 499.9660614 | 1 | |
| 499.9212625 | 1 | |
| 499.8855984 | 1 | |
| 499.8797252 | 1 | |
| 499.8687771 | 1 | |
| 499.8500659 | 1 | |
| 499.8101126 | 1 | |
| 499.7469788 | 1 | |
| 499.723801 | 1 | |
| 499.6960606 | 1 |
Impostos sobre a Propriedade
Real number (ℝ)
UNIQUE 
| Distinct | 20000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2761.8056 |
| Minimum | 500.25817 |
|---|---|
| Maximum | 4999.6644 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 500.25817 |
|---|---|
| 5-th percentile | 719.12727 |
| Q1 | 1635.01 |
| median | 2773.9856 |
| Q3 | 3888.5422 |
| 95-th percentile | 4779.083 |
| Maximum | 4999.6644 |
| Range | 4499.4063 |
| Interquartile range (IQR) | 2253.5321 |
Descriptive statistics
| Standard deviation | 1302.7006 |
|---|---|
| Coefficient of variation (CV) | 0.47168438 |
| Kurtosis | -1.1997794 |
| Mean | 2761.8056 |
| Median Absolute Deviation (MAD) | 1129.1849 |
| Skewness | -0.01376019 |
| Sum | 55236112 |
| Variance | 1697028.8 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2032.27034 | 1 | < 0.1% |
| 4543.130497 | 1 | < 0.1% |
| 1631.933989 | 1 | < 0.1% |
| 1552.14976 | 1 | < 0.1% |
| 1598.823007 | 1 | < 0.1% |
| 4813.062336 | 1 | < 0.1% |
| 2246.188305 | 1 | < 0.1% |
| 4953.225935 | 1 | < 0.1% |
| 4597.788005 | 1 | < 0.1% |
| 1606.88139 | 1 | < 0.1% |
| Other values (19990) | 19990 |
| Value | Count | Frequency (%) |
| 500.2581696 | 1 | |
| 500.3012001 | 1 | |
| 500.3354058 | 1 | |
| 501.7021139 | 1 | |
| 501.9914325 | 1 | |
| 502.0815228 | 1 | |
| 502.2172414 | 1 | |
| 502.2766659 | 1 | |
| 502.2996779 | 1 | |
| 502.3060176 | 1 |
| Value | Count | Frequency (%) |
| 4999.664433 | 1 | |
| 4999.565338 | 1 | |
| 4999.311752 | 1 | |
| 4999.002217 | 1 | |
| 4998.76776 | 1 | |
| 4998.449428 | 1 | |
| 4998.120233 | 1 | |
| 4997.615892 | 1 | |
| 4997.29817 | 1 | |
| 4997.228759 | 1 |
Histórico de Valorização
Real number (ℝ)
UNIQUE 
| Distinct | 20000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.30149382 |
| Minimum | 0.10003267 |
|---|---|
| Maximum | 0.49994545 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 0.10003267 |
|---|---|
| 5-th percentile | 0.12028655 |
| Q1 | 0.20080738 |
| median | 0.30212886 |
| Q3 | 0.40275421 |
| 95-th percentile | 0.4800477 |
| Maximum | 0.49994545 |
| Range | 0.39991278 |
| Interquartile range (IQR) | 0.20194683 |
Descriptive statistics
| Standard deviation | 0.11580921 |
|---|---|
| Coefficient of variation (CV) | 0.38411803 |
| Kurtosis | -1.2059973 |
| Mean | 0.30149382 |
| Median Absolute Deviation (MAD) | 0.10099812 |
| Skewness | -0.021701667 |
| Sum | 6029.8764 |
| Variance | 0.013411774 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.302762487 | 1 | < 0.1% |
| 0.2591587873 | 1 | < 0.1% |
| 0.4648408829 | 1 | < 0.1% |
| 0.1098509006 | 1 | < 0.1% |
| 0.240335933 | 1 | < 0.1% |
| 0.2369120919 | 1 | < 0.1% |
| 0.2591631955 | 1 | < 0.1% |
| 0.3414982968 | 1 | < 0.1% |
| 0.3879006244 | 1 | < 0.1% |
| 0.3262976105 | 1 | < 0.1% |
| Other values (19990) | 19990 |
| Value | Count | Frequency (%) |
| 0.1000326738 | 1 | |
| 0.1000343172 | 1 | |
| 0.1000728789 | 1 | |
| 0.1000737122 | 1 | |
| 0.1000840179 | 1 | |
| 0.1001006709 | 1 | |
| 0.1001076046 | 1 | |
| 0.1001365503 | 1 | |
| 0.1001604764 | 1 | |
| 0.1001641435 | 1 |
| Value | Count | Frequency (%) |
| 0.4999454506 | 1 | |
| 0.4999427359 | 1 | |
| 0.4999307119 | 1 | |
| 0.4999152197 | 1 | |
| 0.499864722 | 1 | |
| 0.4998355515 | 1 | |
| 0.4997153094 | 1 | |
| 0.499704207 | 1 | |
| 0.4996977208 | 1 | |
| 0.4996878827 | 1 |
Fluxos de Caixa Anuais
Real number (ℝ)
UNIQUE 
| Distinct | 20000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25422.182 |
| Minimum | 1003.5263 |
|---|---|
| Maximum | 49999.887 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 1003.5263 |
|---|---|
| 5-th percentile | 3436.7144 |
| Q1 | 13284.907 |
| median | 25271.364 |
| Q3 | 37660.387 |
| 95-th percentile | 47515.454 |
| Maximum | 49999.887 |
| Range | 48996.36 |
| Interquartile range (IQR) | 24375.48 |
Descriptive statistics
| Standard deviation | 14123.381 |
|---|---|
| Coefficient of variation (CV) | 0.55555344 |
| Kurtosis | -1.1982144 |
| Mean | 25422.182 |
| Median Absolute Deviation (MAD) | 12180.48 |
| Skewness | 0.011603141 |
| Sum | 5.0844364 × 108 |
| Variance | 1.9946988 × 108 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2244.279068 | 1 | < 0.1% |
| 38770.5367 | 1 | < 0.1% |
| 26310.07429 | 1 | < 0.1% |
| 19854.90008 | 1 | < 0.1% |
| 30841.97595 | 1 | < 0.1% |
| 14410.43933 | 1 | < 0.1% |
| 9485.411553 | 1 | < 0.1% |
| 4037.742351 | 1 | < 0.1% |
| 39408.15784 | 1 | < 0.1% |
| 35533.76929 | 1 | < 0.1% |
| Other values (19990) | 19990 |
| Value | Count | Frequency (%) |
| 1003.526278 | 1 | |
| 1004.423475 | 1 | |
| 1005.403045 | 1 | |
| 1005.435244 | 1 | |
| 1008.284248 | 1 | |
| 1009.598938 | 1 | |
| 1010.825307 | 1 | |
| 1017.659496 | 1 | |
| 1022.846001 | 1 | |
| 1024.268087 | 1 |
| Value | Count | Frequency (%) |
| 49999.88676 | 1 | |
| 49990.03278 | 1 | |
| 49986.37153 | 1 | |
| 49981.37457 | 1 | |
| 49977.85994 | 1 | |
| 49975.38484 | 1 | |
| 49969.80285 | 1 | |
| 49962.47207 | 1 | |
| 49962.37472 | 1 | |
| 49955.73554 | 1 |
Retorno sobre Investimento (ROI)
Real number (ℝ)
UNIQUE 
| Distinct | 20000 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12494099 |
| Minimum | 0.050002605 |
|---|---|
| Maximum | 0.19999086 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 156.4 KiB |
Quantile statistics
| Minimum | 0.050002605 |
|---|---|
| 5-th percentile | 0.057335876 |
| Q1 | 0.087384954 |
| median | 0.1247634 |
| Q3 | 0.16307368 |
| 95-th percentile | 0.19243134 |
| Maximum | 0.19999086 |
| Range | 0.14998826 |
| Interquartile range (IQR) | 0.075688729 |
Descriptive statistics
| Standard deviation | 0.04348953 |
|---|---|
| Coefficient of variation (CV) | 0.34808057 |
| Kurtosis | -1.2167766 |
| Mean | 0.12494099 |
| Median Absolute Deviation (MAD) | 0.037849784 |
| Skewness | -0.0047301929 |
| Sum | 2498.8198 |
| Variance | 0.0018913392 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.05966695579 | 1 | < 0.1% |
| 0.1206280576 | 1 | < 0.1% |
| 0.06567406597 | 1 | < 0.1% |
| 0.1012648642 | 1 | < 0.1% |
| 0.1670529482 | 1 | < 0.1% |
| 0.1603842594 | 1 | < 0.1% |
| 0.09558127671 | 1 | < 0.1% |
| 0.1269345088 | 1 | < 0.1% |
| 0.188290692 | 1 | < 0.1% |
| 0.07025404501 | 1 | < 0.1% |
| Other values (19990) | 19990 |
| Value | Count | Frequency (%) |
| 0.05000260538 | 1 | |
| 0.05000569428 | 1 | |
| 0.0500131765 | 1 | |
| 0.05002822648 | 1 | |
| 0.05002849211 | 1 | |
| 0.05003099284 | 1 | |
| 0.050044856 | 1 | |
| 0.05005168826 | 1 | |
| 0.05006107701 | 1 | |
| 0.05007116285 | 1 |
| Value | Count | Frequency (%) |
| 0.199990862 | 1 | |
| 0.199988173 | 1 | |
| 0.1999801234 | 1 | |
| 0.1999753151 | 1 | |
| 0.1999744802 | 1 | |
| 0.1999733013 | 1 | |
| 0.1999712106 | 1 | |
| 0.1999645355 | 1 | |
| 0.1999472173 | 1 | |
| 0.1999405651 | 1 |
| Distinct | 4637 |
|---|---|
| Distinct (%) | 23.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.4 KiB |
| Minimum | 2010-01-01 00:00:00 |
|---|---|
| Maximum | 2023-12-28 00:00:00 |
Fonte dos Dados
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 156.4 KiB |
| Zillow | |
|---|---|
| Kaggle | |
| Redfin |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 6 |
| Min length | 6 |
Characters and Unicode
| Total characters | 120000 |
|---|---|
| Distinct characters | 13 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Kaggle |
|---|---|
| 2nd row | Redfin |
| 3rd row | Zillow |
| 4th row | Zillow |
| 5th row | Zillow |
Common Values
| Value | Count | Frequency (%) |
| Zillow | 6732 | |
| Kaggle | 6637 | |
| Redfin | 6631 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| zillow | 6732 | |
| kaggle | 6637 | |
| redfin | 6631 |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 20101 | |
| i | 13363 | |
| g | 13274 | |
| e | 13268 | |
| Z | 6732 | 5.6% |
| o | 6732 | 5.6% |
| w | 6732 | 5.6% |
| K | 6637 | 5.5% |
| a | 6637 | 5.5% |
| R | 6631 | 5.5% |
| Other values (3) | 19893 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 100000 | |
| Uppercase Letter | 20000 | 16.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 20101 | |
| i | 13363 | |
| g | 13274 | |
| e | 13268 | |
| o | 6732 | 6.7% |
| w | 6732 | 6.7% |
| a | 6637 | 6.6% |
| d | 6631 | 6.6% |
| f | 6631 | 6.6% |
| n | 6631 | 6.6% |
Uppercase Letter
| Value | Count | Frequency (%) |
| Z | 6732 | |
| K | 6637 | |
| R | 6631 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 120000 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 20101 | |
| i | 13363 | |
| g | 13274 | |
| e | 13268 | |
| Z | 6732 | 5.6% |
| o | 6732 | 5.6% |
| w | 6732 | 5.6% |
| K | 6637 | 5.5% |
| a | 6637 | 5.5% |
| R | 6631 | 5.5% |
| Other values (3) | 19893 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 120000 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 20101 | |
| i | 13363 | |
| g | 13274 | |
| e | 13268 | |
| Z | 6732 | 5.6% |
| o | 6732 | 5.6% |
| w | 6732 | 5.6% |
| K | 6637 | 5.5% |
| a | 6637 | 5.5% |
| R | 6631 | 5.5% |
| Other values (3) | 19893 |
| ID da Propriedade | Número de Quartos | Área Total (em metros quadrados) | Idade da Propriedade | Preço de Venda Anterior | Taxas de Juros Atuais | Custos de Manutenção Anuais | Taxas de Condomínio Mensais | Impostos sobre a Propriedade | Histórico de Valorização | Fluxos de Caixa Anuais | Retorno sobre Investimento (ROI) | Tipo de Imóvel | Localização | Número de Banheiros | Condição da Propriedade | Amenidades | Histórico de Aluguel | Características do Bairro | Tendências de Mercado | Fonte dos Dados | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ID da Propriedade | 1.000 | -0.003 | 0.003 | -0.007 | 0.002 | -0.003 | 0.010 | 0.004 | 0.004 | -0.006 | -0.015 | 0.015 | 0.000 | 0.007 | 0.006 | 0.000 | 0.009 | 0.000 | 0.000 | 0.000 | 0.000 |
| Número de Quartos | -0.003 | 1.000 | -0.003 | -0.001 | -0.001 | 0.000 | 0.006 | -0.006 | 0.007 | 0.008 | -0.003 | 0.004 | 0.011 | 0.000 | 0.007 | 0.001 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 |
| Área Total (em metros quadrados) | 0.003 | -0.003 | 1.000 | 0.014 | 0.009 | 0.011 | 0.005 | 0.010 | -0.006 | -0.003 | -0.004 | -0.000 | 0.001 | 0.002 | 0.008 | 0.008 | 0.000 | 0.000 | 0.003 | 0.000 | 0.012 |
| Idade da Propriedade | -0.007 | -0.001 | 0.014 | 1.000 | 0.013 | -0.005 | -0.013 | 0.008 | -0.004 | 0.012 | -0.004 | 0.002 | 0.010 | 0.000 | 0.000 | 0.000 | 0.007 | 0.000 | 0.008 | 0.018 | 0.012 |
| Preço de Venda Anterior | 0.002 | -0.001 | 0.009 | 0.013 | 1.000 | -0.006 | 0.010 | -0.001 | 0.008 | -0.004 | 0.006 | -0.004 | 0.013 | 0.011 | 0.000 | 0.000 | 0.000 | 0.000 | 0.011 | 0.000 | 0.009 |
| Taxas de Juros Atuais | -0.003 | 0.000 | 0.011 | -0.005 | -0.006 | 1.000 | -0.008 | 0.006 | -0.006 | -0.004 | -0.012 | 0.007 | 0.005 | 0.000 | 0.000 | 0.000 | 0.012 | 0.007 | 0.002 | 0.000 | 0.000 |
| Custos de Manutenção Anuais | 0.010 | 0.006 | 0.005 | -0.013 | 0.010 | -0.008 | 1.000 | 0.015 | -0.014 | -0.002 | -0.005 | 0.006 | 0.000 | 0.007 | 0.019 | 0.000 | 0.000 | 0.010 | 0.011 | 0.012 | 0.015 |
| Taxas de Condomínio Mensais | 0.004 | -0.006 | 0.010 | 0.008 | -0.001 | 0.006 | 0.015 | 1.000 | -0.000 | -0.001 | -0.002 | 0.001 | 0.002 | 0.005 | 0.000 | 0.000 | 0.000 | 0.000 | 0.003 | 0.000 | 0.007 |
| Impostos sobre a Propriedade | 0.004 | 0.007 | -0.006 | -0.004 | 0.008 | -0.006 | -0.014 | -0.000 | 1.000 | 0.005 | 0.006 | -0.013 | 0.000 | 0.000 | 0.000 | 0.005 | 0.006 | 0.011 | 0.000 | 0.017 | 0.000 |
| Histórico de Valorização | -0.006 | 0.008 | -0.003 | 0.012 | -0.004 | -0.004 | -0.002 | -0.001 | 0.005 | 1.000 | -0.003 | -0.002 | 0.015 | 0.000 | 0.014 | 0.013 | 0.004 | 0.006 | 0.000 | 0.000 | 0.009 |
| Fluxos de Caixa Anuais | -0.015 | -0.003 | -0.004 | -0.004 | 0.006 | -0.012 | -0.005 | -0.002 | 0.006 | -0.003 | 1.000 | -0.015 | 0.000 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 0.000 | 0.000 | 0.012 |
| Retorno sobre Investimento (ROI) | 0.015 | 0.004 | -0.000 | 0.002 | -0.004 | 0.007 | 0.006 | 0.001 | -0.013 | -0.002 | -0.015 | 1.000 | 0.006 | 0.006 | 0.000 | 0.001 | 0.005 | 0.009 | 0.000 | 0.000 | 0.000 |
| Tipo de Imóvel | 0.000 | 0.011 | 0.001 | 0.010 | 0.013 | 0.005 | 0.000 | 0.002 | 0.000 | 0.015 | 0.000 | 0.006 | 1.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.002 | 0.000 | 0.000 | 0.000 |
| Localização | 0.007 | 0.000 | 0.002 | 0.000 | 0.011 | 0.000 | 0.007 | 0.005 | 0.000 | 0.000 | 0.000 | 0.006 | 0.000 | 1.000 | 0.000 | 0.008 | 0.000 | 0.019 | 0.000 | 0.000 | 0.006 |
| Número de Banheiros | 0.006 | 0.007 | 0.008 | 0.000 | 0.000 | 0.000 | 0.019 | 0.000 | 0.000 | 0.014 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 | 0.011 | 0.009 | 0.007 | 0.000 | 0.000 | 0.002 |
| Condição da Propriedade | 0.000 | 0.001 | 0.008 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.005 | 0.013 | 0.000 | 0.001 | 0.000 | 0.008 | 0.011 | 1.000 | 0.000 | 0.000 | 0.019 | 0.000 | 0.000 |
| Amenidades | 0.009 | 0.000 | 0.000 | 0.007 | 0.000 | 0.012 | 0.000 | 0.000 | 0.006 | 0.004 | 0.006 | 0.005 | 0.000 | 0.000 | 0.009 | 0.000 | 1.000 | 0.000 | 0.006 | 0.000 | 0.000 |
| Histórico de Aluguel | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.007 | 0.010 | 0.000 | 0.011 | 0.006 | 0.000 | 0.009 | 0.002 | 0.019 | 0.007 | 0.000 | 0.000 | 1.000 | 0.010 | 0.021 | 0.000 |
| Características do Bairro | 0.000 | 0.000 | 0.003 | 0.008 | 0.011 | 0.002 | 0.011 | 0.003 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.019 | 0.006 | 0.010 | 1.000 | 0.003 | 0.000 |
| Tendências de Mercado | 0.000 | 0.000 | 0.000 | 0.018 | 0.000 | 0.000 | 0.012 | 0.000 | 0.017 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.021 | 0.003 | 1.000 | 0.000 |
| Fonte dos Dados | 0.000 | 0.005 | 0.012 | 0.012 | 0.009 | 0.000 | 0.015 | 0.007 | 0.000 | 0.009 | 0.012 | 0.000 | 0.000 | 0.006 | 0.002 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 1.000 |
| ID da Propriedade | Tipo de Imóvel | Localização | Coordenadas Geográficas | Número de Quartos | Número de Banheiros | Área Total (em metros quadrados) | Idade da Propriedade | Condição da Propriedade | Amenidades | Preço de Venda Anterior | Data de Venda Anterior | Histórico de Aluguel | Características do Bairro | Tendências de Mercado | Taxas de Juros Atuais | Custos de Manutenção Anuais | Taxas de Condomínio Mensais | Impostos sobre a Propriedade | Histórico de Valorização | Fluxos de Caixa Anuais | Retorno sobre Investimento (ROI) | Data de Inclusão no Dataset | Fonte dos Dados | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 57 | Apartamento | Cidade 8 | (-70.22159224490184, 3.7662768709245995) | 4 | 2 | 166.187369 | 21 | Ruim | Garagem, Vista panorâmica | 977045 | 1999-02-02 | Não | Bairro 12 | Decrescente | 5.328302 | 3239.872395 | 169.978276 | 2032.270340 | 0.302762 | 2244.279068 | 0.059667 | 2023-07-16 | Kaggle |
| 1 | 4374 | Condomínio | Cidade 7 | (61.07885709193957, 9.97770412467574) | 2 | 2 | 262.282955 | 32 | Boa | Jardim, Garagem | 1707898 | 2006-07-13 | Não | Bairro 9 | Estável | 5.351933 | 3235.091149 | 280.755128 | 2869.364322 | 0.359744 | 7924.919127 | 0.112764 | 2020-02-04 | Redfin |
| 2 | 9163 | Casa | Cidade 8 | (32.30897809624264, 63.624690308488766) | 4 | 2 | 166.031069 | 37 | Boa | Piscina, Vista panorâmica | 4607057 | 2013-06-22 | Não | Bairro 16 | Crescente | 5.515889 | 3517.205064 | 165.072063 | 2852.936849 | 0.340871 | 5058.250324 | 0.149171 | 2014-01-10 | Zillow |
| 3 | 687 | Condomínio | Cidade 8 | (83.87940579353597, 26.253839203995028) | 5 | 1 | 129.820128 | 14 | Ruim | Garagem, Vista panorâmica | 935395 | 1980-05-20 | Sim | Bairro 15 | Estável | 4.499107 | 4659.195811 | 50.435326 | 2324.249453 | 0.175181 | 44992.924379 | 0.161589 | 2019-04-20 | Zillow |
| 4 | 7095 | Condomínio | Cidade 5 | (-12.467080314031179, 67.49621514853379) | 6 | 1 | 69.168952 | 5 | Média | Piscina, Garagem | 4411898 | 2014-12-10 | Sim | Bairro 8 | Decrescente | 3.940448 | 2483.899420 | 224.262297 | 3082.800534 | 0.424284 | 5246.988153 | 0.097045 | 2020-02-12 | Zillow |
| 5 | 3415 | Casa | Cidade 10 | (75.24883317905176, -85.7025240922493) | 1 | 2 | 116.519012 | 26 | Ruim | Piscina, Garagem | 1094231 | 1994-12-10 | Não | Bairro 11 | Decrescente | 5.980126 | 4928.513016 | 73.809587 | 1981.250423 | 0.157995 | 38756.010274 | 0.097435 | 2015-11-15 | Redfin |
| 6 | 3364 | Apartamento | Cidade 9 | (-15.74141978357278, -12.56883642175697) | 2 | 1 | 213.464749 | 3 | Boa | Garagem, Vista panorâmica | 810205 | 2019-02-13 | Não | Bairro 15 | Estável | 4.070654 | 693.406103 | 213.252092 | 2135.968161 | 0.406220 | 15208.925542 | 0.103029 | 2019-11-01 | Kaggle |
| 7 | 1214 | Apartamento | Cidade 9 | (39.74314187082672, -92.1125748716351) | 3 | 3 | 108.973967 | 45 | Excelente | Piscina, Vista panorâmica | 2412245 | 2001-05-24 | Sim | Bairro 8 | Estável | 3.965014 | 4646.657870 | 139.563137 | 4575.967799 | 0.396669 | 7468.874676 | 0.137234 | 2019-02-07 | Kaggle |
| 8 | 8103 | Apartamento | Cidade 10 | (-66.59911124548321, -166.12624342436015) | 3 | 2 | 168.030694 | 40 | Ruim | Vista panorâmica, Piscina | 1494101 | 2009-09-21 | Não | Bairro 1 | Decrescente | 5.490240 | 220.215861 | 361.776841 | 4018.903378 | 0.237095 | 36058.632438 | 0.139851 | 2016-09-26 | Zillow |
| 9 | 4940 | Casa | Cidade 9 | (50.32013469807805, 161.69079770730303) | 5 | 1 | 61.659563 | 2 | Ruim | Piscina, Vista panorâmica | 4253474 | 1981-04-20 | Sim | Bairro 1 | Crescente | 4.399684 | 1650.890563 | 114.005175 | 3982.911857 | 0.167236 | 12547.066997 | 0.097215 | 2016-07-15 | Kaggle |
| ID da Propriedade | Tipo de Imóvel | Localização | Coordenadas Geográficas | Número de Quartos | Número de Banheiros | Área Total (em metros quadrados) | Idade da Propriedade | Condição da Propriedade | Amenidades | Preço de Venda Anterior | Data de Venda Anterior | Histórico de Aluguel | Características do Bairro | Tendências de Mercado | Taxas de Juros Atuais | Custos de Manutenção Anuais | Taxas de Condomínio Mensais | Impostos sobre a Propriedade | Histórico de Valorização | Fluxos de Caixa Anuais | Retorno sobre Investimento (ROI) | Data de Inclusão no Dataset | Fonte dos Dados | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 19990 | 9790 | Apartamento | Cidade 10 | (50.54090016444087, -123.34798460414889) | 5 | 2 | 58.962032 | 42 | Ruim | Jardim, Piscina | 1385785 | 1988-10-04 | Não | Bairro 17 | Decrescente | 3.101941 | 283.372838 | 151.325537 | 2538.774267 | 0.257225 | 19434.343033 | 0.091835 | 2020-08-24 | Redfin |
| 19991 | 8583 | Casa | Cidade 9 | (44.251816328354266, 60.67223589698682) | 3 | 2 | 128.723129 | 30 | Boa | Piscina, Jardim | 4587337 | 2007-10-19 | Não | Bairro 1 | Decrescente | 3.096941 | 2558.809785 | 365.622130 | 2617.736394 | 0.406093 | 31577.058616 | 0.079315 | 2023-02-27 | Redfin |
| 19992 | 2424 | Apartamento | Cidade 9 | (77.45269359560282, -25.763245665903042) | 6 | 1 | 213.533457 | 18 | Boa | Garagem, Jardim | 2536914 | 2016-08-11 | Não | Bairro 5 | Estável | 5.601497 | 3906.695184 | 338.050360 | 4498.941298 | 0.183351 | 47231.764700 | 0.180442 | 2019-03-03 | Redfin |
| 19993 | 1345 | Casa | Cidade 10 | (-59.76283763074659, -68.17520866595058) | 3 | 2 | 169.093734 | 13 | Média | Vista panorâmica, Garagem | 1669266 | 2012-10-21 | Sim | Bairro 17 | Crescente | 5.424227 | 1859.508339 | 243.977912 | 2182.591952 | 0.470241 | 15218.750519 | 0.163185 | 2013-10-05 | Redfin |
| 19994 | 1437 | Casa | Cidade 8 | (-69.88626337174026, -84.68492829254474) | 3 | 2 | 174.627557 | 25 | Ruim | Garagem, Jardim | 4942419 | 2000-01-11 | Não | Bairro 14 | Estável | 4.235872 | 376.059024 | 116.658150 | 3147.613939 | 0.235974 | 42607.023907 | 0.179619 | 2013-11-15 | Redfin |
| 19995 | 9988 | Condomínio | Cidade 4 | (-51.638915317816306, -145.36809075622068) | 3 | 4 | 223.162033 | 5 | Excelente | Garagem, Jardim | 1602495 | 1990-10-08 | Sim | Bairro 9 | Crescente | 5.612125 | 1160.584766 | 322.777471 | 3148.212186 | 0.195728 | 2861.033043 | 0.162866 | 2016-01-13 | Kaggle |
| 19996 | 4904 | Casa | Cidade 8 | (86.33047682766414, 85.04839505544237) | 1 | 1 | 114.975079 | 48 | Boa | Piscina, Jardim | 1041587 | 2021-11-23 | Não | Bairro 8 | Crescente | 2.125804 | 1108.997023 | 468.348515 | 2500.154208 | 0.260354 | 21136.433812 | 0.069612 | 2018-12-18 | Redfin |
| 19997 | 7104 | Condomínio | Cidade 8 | (83.42827159817449, 178.18691828721228) | 5 | 3 | 180.659217 | 24 | Ruim | Piscina, Garagem | 4088917 | 2006-07-03 | Não | Bairro 15 | Crescente | 4.124799 | 4059.534511 | 110.763057 | 4125.155687 | 0.318427 | 12697.150628 | 0.135887 | 2013-04-10 | Zillow |
| 19998 | 3655 | Condomínio | Cidade 7 | (-22.581533079125876, 3.392759152503686) | 2 | 4 | 164.286806 | 20 | Excelente | Garagem, Jardim | 3341784 | 2011-06-26 | Não | Bairro 10 | Decrescente | 5.238071 | 3251.484234 | 91.344236 | 4313.495019 | 0.291056 | 20697.991076 | 0.118063 | 2011-11-16 | Zillow |
| 19999 | 1841 | Casa | Cidade 3 | (-54.29289371034657, 175.41595600176237) | 4 | 1 | 92.131599 | 50 | Ruim | Piscina, Vista panorâmica | 3245392 | 2020-09-23 | Sim | Bairro 5 | Estável | 2.388502 | 324.388111 | 409.620434 | 4720.767717 | 0.231574 | 46386.008904 | 0.071480 | 2014-07-01 | Zillow |